Canary Vision Pro · for industry

Industrial vision that never sees a face.

On-device AI detection for operations, awareness, and evidence — trained to your site, and provably your footage never leaves the building. No cloud. No re-identification. A signed, tamper-evident record you can show an insurer or an auditor.

Send a brief → How it works

⚠︎ An advisory signal only — it feeds your own certified safety systems. It is not a safety device and never replaces guards, interlocks, or e-stops.

Why it's different

The safety signal, without the surveillance liability

Cloud vision vendors keep your footage, identify your people, and bill you monthly. This does the opposite — by construction.

On-device

Footage never leaves

Inference runs on the camera's own NPU (Rockchip RV1126B, 3 TOPS). No cloud NVR, no monthly bill, nothing to breach.

Coarse claims only

No faces, no re-ID

Only a label and a confidence score cross into the record — never an image, a caption, or an identity. A works-council-friendly design, not a promise.

Tamper-evident

A record you didn't edit

Every event is signed and hash-chained — a record you can show an insurer or auditor, with the property that any later edit is detectable. Evidence weight is theirs to judge; the integrity is provable.

What we build

Recipes — one detector, tuned to your site

Each is a trained model + the on-camera flow + the integration config + a runbook. Bring one of these, or a need of your own.

Person in restricted cellPresence in a running machine area → an alert + a logged event for your own safety systems.
PresenceInRestrictedZone
PPE / hard-hat awarenessFlag entry into a zone without required protective equipment.
PresenceInRestrictedZone
Forklift in pedestrian aisleVehicle crossing where it shouldn't, during a shift.
LargeObjectBoundaryCrossing
Pallet blocking fire exitObject left obstructing an egress path.
SmallObjectBoundaryCrossing
After-hours in the yardVehicle or person in a restricted area outside working hours.
VehiclePresenceAfterHours
Glass-break / alarm soundOn-device sound classification — the label only, never audio.
AcousticImpulseInZone

How it works

Fixed price. Remote. No sales calls.

You send a written brief and get a fixed quote back. We build and validate it remotely — you never wait on a site visit, and neither do we.

You send a brief

The form below — what you need to detect, the environment, how many cameras. Two minutes, in writing.

You get a written fit check + fixed quote

Is it a valid on-device task that respects the no-identity rules? A go/no-go and a fixed price — no discovery call, no hourly meter.

We build & validate it remotely

You send sample clips; we train and tune the detector to your real conditions and send back an accuracy report. Your footage stays yours — we keep none of it.

You mount it from the runbook

Your electrician or integrator wires and mounts it from a step-by-step runbook. Standard camera mounts (PoE / tripod / magnet). We don't need to be on your floor.

Optional: a re-tune retainer

Lines drift — new products, seasonal light. A simple monthly plan keeps it accurate, plus the signed evidence record for compliance.

What you're buying

Outcomes, not hours

You pay for a working detector and a record you can trust — a fixed price for a fixed result. Fast delivery is our margin, not your discount.

Do it yourselfThe software, the integration guide, the STLs — self-host with your own IT.
Free, forever
Recipe deployAn existing detector, tuned to your site and validated.
Fixed, per need
Custom detector buildA need of your own — built, validated, and yours.
Fixed project
Re-tune retainer + evidenceKept accurate over time; signed compliance record.
Monthly / site

Send a brief

Tell us what you need to see

No account, no call. This builds a private message to us — nothing is posted publicly and nothing leaves your browser until you send it.

🔒 Private by default: the button opens a pre-filled email to us. Your details go only to your own mail app until you hit send.

Prefer to just email us? errerlabs@gmail.com. Curious how the camera integrates? See Vision Pro and the integration guide. Engagements run on our services terms — advisory-only, liability capped at fees, not a safety device. For procurement: the software itself is free at any scale, forever — the who-pays-what promise is LICENSING.md. General questions, press, or distribution? Contact reaches the same human, and the plain-language tour starts at How It Works.

Founding customers welcome

This channel is new: the first deployments are part co-development. That means real influence over what gets built — and founding-customer terms.

Advisory, not a safety controller

A Canary is a witness and an advisory signal. Anything tied to a machine stop stays a layer on top of your certified safety systems — never a replacement for them.

Your data stays yours

We train on samples you send and hand back a model that runs on your hardware. We don't retain your footage — the whole point is that nobody builds a database of your site.